Dataset - Custom Shapes import from another version

We have seen that you can annotate a DatasetVersion by importing an Annotation file or using the integrated Annotation tool.

Picsellia also offers the possibility to transfer Shape from one DatasetVersion to another, as long as they are versions of the same Dataset.

For Computer Vision teams, this is what makes it possible to build a new DatasetVersion type (for instance a Rectangle-only version dedicated to a specific model) directly from the Annotation already produced in another version of the same Dataset, instead of re-annotating everything from scratch.

Only the Shape of Asset present in both DatasetVersion — meaning they are linked to the same Data in the Datalake — can be transferred.

Shape import also works if the DatasetVersion receiving the Shape is already annotated, so be careful not to create duplicate Shape. For each impacted Asset, the imported Shape are added to the Annotation related to your user if it already exists, otherwise a new Annotation containing the imported Shape is created for your user.

1. Import Shape

First, reach the DatasetVersion that will receive the Shape (the Target DatasetVersion) from the already annotated DatasetVersion (the Source DatasetVersion).

Then, go to Settings > Import Shapes.

Access the Import Shapes feature

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The Target DatasetVersion must already be set up with a Version Type and Labelmap, detailed here.

This is a 4-step wizard:

  • 1. Source Dataset Version: select which other DatasetVersion of the Dataset to import Shape from.
  • 2. Target Label: select the Label of the current (Target) DatasetVersion under which the imported Shape will land.
  • 3. Source Shape: select the Label of the Source DatasetVersion whose Shape should be imported as the Target Label chosen above.
  • 4. Instructions: review the resulting instruction lines before running the import.

Customized Shapes import

This system is highly customizable: you can transfer the Shape of a given Label from the Source under a differently-named Label in the Target, and repeat steps 2-3 to merge Shape from two or more different Label of the Source under a unique Label in the Target.

Each transfer generates an instruction line, letting you review and remove any of them (with the x icon) before confirming.

When the instructions suit your needs, click on Import Shapes.

The import completion can be tracked from the Jobs panel.


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